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The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Sam Charrington
Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
MLOps Live is a biweekly Q&A show where practitioners doing ML at a reasonable scale answer questions from other ML practitioners. Every episode focused on one specific subject related to MLOps. Only the juicy bits, the things you won’t find in a company blog post.
Weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations.
Orbition Group is delighted to bring you this podcast series, which is designed for Data Enthusiasts, to hear from some of the most high-profile Data, Analytics and AI thought leaders from around the globe. Each episode will detail the guests journey to the top while bringing unique insights, drawn from first-hand experience on the industry’s most trending topics. This podcast was created as a way for our industry's most respected leadership figures from across the world to give back to the ...
DataPods is the official podcast of Data Science Indonesia community. Each episode consists of sharing session about data, interviews with data person and the latest updates about the data ecosystem in Indonesia.
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MLOps Live
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Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan
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Subscribe to our YouTube channel to watch this episode! Learn more about Andreas and Ivan: Andreas’ LinkedIn Ivan’s LinkedIn Episode Resources: Continuum Industries Hyp-ED Study of physical properties and microstructure of aerogel-cement mortars for improving the fire safety of high-performance concrete linings in tunnels Using COMSOL® for the Deve…
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Driven by Data: The Podcast
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S3 | Ep 21 | Building a Successful Data Academy with Hannah Davies, Head of Data Academy at Admiral Group
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51:10
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In Episode 21 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Hannah Davies, Head of Data Academy at Admiral Group, where they discuss what it takes to build an effective Data Academy, which includes; The importance of stakeholder engagement Why it’s always about people The journey of building a Data Academy community of…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Runway Gen-2: Generative AI for Video Creation with Anastasis Germanidis - #622
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Today we’re joined by Anastasis Germanidis, Co-Founder and CTO of RunwayML. Amongst all the product and model releases over the past few months, Runway threw its hat into the ring with Gen-1, a model that can take still images or video and transform them into completely stylized videos. They followed that up just a few weeks later with the release …
Ever wondered what your next career would be? Today, Keyon Vafa, a computer science Ph.D. student at Columbia University, joins us to discuss his latest research on developing a machine-learning model for career prediction. Keyon extensively spoke about how the model was developed and the possibilities it brings.…
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MLOps.community
1
Large Language Models in Production Round-table Conversation
57:47
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LLM in Production Round Table with Demetrios Brinkmann, Diego Oppenheimer, David Hershey, Hannes Hapke, James Richards, and Rebecca Qian.// AbstractUsing LLM in production. That's right. Hype or here to stay? The conversation answers some of the questions that have been asked by our community members like; performance & cost of production, the diff…
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MLOps.community
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The Future of Search in the Era of Large Language Models // Saahil Jain // MLOps Podcast #150
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MLOps Coffee Sessions #150 with Saahil Jain, The Future of Search in the Era of Large Language Models, co-hosted by David Aponte. // AbstractSaahil shares insights into the You.com search engine approach, which includes a focus on a user-friendly interface, third-party apps, and the combination of natural language processing and traditional informa…
Noura Insolera, a Research Investigator with the Panel Study of Income Dynamics (PSID), joins us to share how PSID conducts longitudinal household surveys. She also shared some interesting findings from their data exploration, particularly on the observation and trends in food insecurity.
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Driven by Data: The Podcast
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S3 | Ep 20 | Making Data More Fun - Drive Results Through Creativity with Tiankai Feng, Data Governance Leader and former Senior Director of Product Data Governance at Adidas
40:38
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In Episode 20 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Tiankai Feng, Data Governance Leader and former Senior Director of Product Data Governance at Adidas, where they discuss the importance of making data more fund and how to drive results through creativity, which includes; The importance of making Data more fun…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
1
Watermarking Large Language Models to Fight Plagiarism with Tom Goldstein - 621
51:27
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Today we’re joined by Tom Goldstein, an associate professor at the University of Maryland. Tom’s research sits at the intersection of ML and optimization and has previously been featured in the New Yorker for his work on invisibility cloaks, clothing that can evade object detection. In our conversation, we focus on his more recent research on water…
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MLOps Live
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Doing MLOps for Clinical Research Studies with Silas Bempong and Abhijit Ramesh
57:34
57:34
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Subscribe to our YouTube channel to watch this episode! Learn more about Silas and Abhijit: Silas’ LinkedIn Abhijit’s LinkedIn Episode Resources: freeCodeCamp Innovate Ghana Theta Tech AI Stanbic Bank Ghana Afribbean Tech Collective If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS F…
Susan Gerbic joins Kyle to review some of the surveys Data Skeptic has launch, draft a new survey about podcast listening habits, and then review the results of that survey. You can see those results at the link below. https://survey.dataskeptic.com/survey/result/1675102237053 Watch the videos Susan mentioned on her Youtube page at the link below. …
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MLOps.community
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The Challenges of Deploying (many!) ML Models // Jason McCampbell // MLOps Podcast #149
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MLOps Coffee Sessions #149 with Jason McCampbell, The Challenges of Deploying (many!) ML Models, co-hosted by Abi Aryan and sponsored by Wallaroo. // Abstract In order to scale the number of models a team can manage, we need to automate the most common 90% of deployments to allow ops folks to focus on the challenging 10% and automate the monitoring…
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Driven by Data: The Podcast
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S3 | Ep 19 | Bottom-Up Data Governance with CJ Anderson, Director at Iron Carrot
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In Episode 19 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by CJ Anderson, one of the most recognised Data Governance advisors in the UK, where they discuss the importance of tackling Data Governance from the bottom up, which includes; CJ’s journey from a librarian to one of the most recognised names in Data Governance W…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Does ChatGPT “Think”? A Cognitive Neuroscience Perspective with Anna Ivanova - #620
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Today we’re joined by Anna Ivanova, a postdoctoral researcher at MIT Quest for Intelligence. In our conversation with Anna, we discuss her recent paper Dissociating language and thought in large language models: a cognitive perspective. In the paper, Anna reviews the capabilities of LLMs by considering their performance on two different aspects of …
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MLOps.community
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Intelligence & MLOps // Karl Fezer // MLOps Podcast # 147
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MLOps Coffee Sessions #148 with Karl Fezer, Intelligence & MLOps co-hosted by Abi Aryan. // Abstract This conversation explores various topics including biases, defining intelligence, and the future of large language models and MLOps. Karl discusses his paper on defining intelligence and how it relates to the increasing interest in Artificial Intel…
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Driven by Data: The Podcast
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S3 | Ep 18 | How Not To Do Machine Learning and Why Organisations Are Getting it Wrong with Sarah Schlobohm, Head of AI at Kubrick Group
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In Episode 18 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Sarah Schlobohm, Head of AI at Kubrick Group, where they discuss how not to do Machine Learning and why organisations are getting it wrong, which includes; The frustrations as a hiring manager in the ML space The most common mistakes organisations make when im…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Robotic Dexterity and Collaboration with Monroe Kennedy III - #619
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52:49
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Today we’re joined by Monroe Kennedy III, an assistant professor at Stanford, director of the Assistive Robotics and Manipulation Lab, and a national director of Black in Robotics. In our conversation with Monroe, we spend some time exploring the robotics landscape, getting Monroe’s thoughts on the current challenges in the field, as well as his op…
The use of social bots to fill out online surveys is becoming prevalent. Today, we speak with Sara Bybee, a postdoctoral research scholar at the University of Utah. Sara shares from her research, how she detected social bots, the strategies to curb them, and how underrepresented groups can be more represented in surveys.…
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MLOps Live
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Deploying Conversational AI Products to Production with Jason Flaks
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Subscribe to our YouTube channel to watch this episode! Learn more about Jason Flaks: Jason's LinkedIn Episode Resources: neptune.ai Website Xembly Website Amazon AWS spaCy chat GPT Label Studio Kubernetes If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new li…
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MLOps.community
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The Rise of Serverless Databases // Alex DeBrie // MLOps Podcast #147
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MLOps Coffee Sessions #147 with Alex DeBrie, Something About Databases co-hosted by Abi Aryan. // Abstract For databases, it feels like we're in the middle of a big shift. The first 10-15 years of the cloud were mostly about using the same core infrastructure patterns but in the cloud (SQL Server, MySQL, Postgres, Redis, Elasticsearch). In the last…
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Driven by Data: The Podcast
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S3 | Ep 17 | Building a Data Function From Scratch - The Differences Between Big and Small Organisations with Colm O'Grada, Director of Data & Analytics at Tines
54:04
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In Episode 17 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Colm O'Grada, Director of Data & Analytics at Tines, where they discuss the differences in building a high-impact Data & Analytics capability between a large (Google) and small (Tines) organisations (Tines), which includes; The key differences between building…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Privacy and Security for Stable Diffusion and LLMs with Nicholas Carlini - #618
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Today we’re joined by Nicholas Carlini, a research scientist at Google Brain. Nicholas works at the intersection of machine learning and computer security, and his recent paper “Extracting Training Data from LLMs” has generated quite a buzz within the ML community. In our conversation, we discuss the current state of adversarial machine learning re…
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MLOps.community
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The Ops in MLOps - Process and People // Shalabh Chaudri // MLOps Podcast #146
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MLOps Coffee Sessions #146 with Shalabh Chaudri, The Ops in MLOps - Process and People co-hosted by Abi Aryan. // Abstract Shalabh talks through their newfound appreciation for the MLOps perspective from a customer success standpoint. Shalabh's emphasis on setting realistic expectations and ensuring the delivery of promised value adds is particular…
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Driven by Data: The Podcast
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S3 | Ep 16 | Delivering £500m in Value with Benny (Clive) Benford, Chief Data Officer, Formerly of JLR
54:31
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In Episode 16 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Benny (Clive) Benford, Chief Data Officer, Formerly of Jaguar LandRover (JLR), where they discuss the journey to realising £500m in commercial value through data and analytics, which includes; The journey of building a Data & Analytics function at JLR How they…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Understanding AI’s Impact on Social Disparities with Vinodkumar Prabhakaran - #617
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Today we’re joined by Vinodkumar Prabhakaran, a Senior Research Scientist at Google Research. In our conversation with Vinod, we discuss his two main areas of research, using ML, specifically NLP, to explore these social disparities, and how these same social disparities are captured and propagated within machine learning tools. We explore a few sp…
Our guest today is Zoltán Kekecs, a Ph.D. holder in Behavioural Science. Zoltán highlights the problem of low replicability in journal papers and illustrates how researchers can better ensure complete replication of their research and findings. He used Bem’s experiment as an example, extensively talking about his methodology and results.…
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MLOps Live
1
Implementing Vector Search Engines with Kacper Lukawski
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Subscribe to our YouTube channel to watch this episode! Learn more about Kacper Lukawski: Kacper’s LinkedIn Kacper’s Twitter Episode Resources: Vector library vs vector database Reducing memory usage for vector search https://qdrant.tech/articles/memory-consumption/ Visual search with vector embeddings Qdrant Codete GmbH Bye-bye, Miss AI AI Embassy…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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AI Trends 2023: Causality and the Impact on Large Language Models with Robert Osazuwa Ness - #616
1:22:00
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Today we’re joined by Robert Osazuwa Ness, a senior researcher at Microsoft Research, to break down the latest trends in the world of causal modeling. In our conversation with Robert, we explore advances in areas like causal discovery, causal representation learning, and causal judgements. We also discuss the impact causality could have on large la…
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MLOps.community
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Griffin, ML Platform at Instacart // Sahil Khanna // MLOps Podcast #145
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MLOps Coffee Sessions #145 with Sahil Khanna, Griffin, ML platform at Instacart co-hosted by Mike Del Balso. // Abstract The conversation revolves around the journey of Instacart in implementing machine learning, starting from batch processing to real-time processing. The speaker highlights the importance of real-time processing for businesses and …
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Driven by Data: The Podcast
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S3 | Ep 15 | Using Data & Analytics to Drive Innovation with Paul Evangelista, Chief Data Officer at United States Military Academy at Westpoint
50:35
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In Episode 15 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Paul Evangelista, Chief Data Officer at United States Military Academy at West Point, where they discuss how the armed forces are using Data & Analytics to drive innovation, which includes; The role of Data in the current US Military Academy How Data has playe…
On the show, Iñigo Martinez, a Ph.D. student at the University of Navarra shares his survey results which investigated how data practitioners perform data science projects. He revealed the methodologies typically used by data practitioners and the success factors in data science projects.
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MLOps.community
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Non-traditional Career Paths in MLOps // Matthew Dombrowski // MLOps Podcast #144
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MLOps Coffee Sessions #144 with Matthew Dombrowski, Non-traditional Career Paths in MLOps co-hosted by Mihail Eric. // Abstract Let's explore the different aspects of ML and data roles and the variety of responsibilities each role entails! This conversation emphasizes the need for understanding the unique insights each role provides and the similar…
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Driven by Data: The Podcast
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S3 | Ep 14| The Role of Responsible AI in Organizational Transformation with Chun Schiros, SVP of Enterprise Data Science Group at Regions Bank
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In Episode 14 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Chun Schiros, SVP of Enterprise Data Science Group at Regions Bank, where they discuss the role of responsible AI in organisational transformation, which includes; What data innovation in a traditional industry sector looks like The role of speed in data innov…
On the show today, Dino Carpentras, a post-doctoral researcher at the Computational Social Science group at ETH Zürich joins us to discuss how opinion dynamics models are built and validated. He explained how quantifying opinions is complex, and strategies to develop robust models for measuring and predicting public opinions.…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
1
Data-Centric Zero-Shot Learning for Precision Agriculture with Dimitris Zermas - #615
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Today we’re joined by Dimitris Zermas, a principal scientist at agriscience company Sentera. Dimitris’ work at Sentera is focused on developing tools for precision agriculture using machine learning, including hardware like cameras and sensors, as well as ML models for analyzing the vast amount of data they acquire. We explore some specific use cas…
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MLOps Live
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ML platform teams, features stores, versioning in data pipelines, and where MLOps extends DevOps with Aurimas Griciūnas and Piotr Niedźwiedź
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Subscribe to our YouTube channel to watch this episode! Learn more about Aurimas Griciūnas and Piotr Niedzwiedz: Aurimas's LinkedIn Piotr's LinkedIn Episode Resources: neptune.ai Website SwirlAI Website Qflow Kafka Cassandra Airflow Kubernetes Swirl AI newsletter neptune.ai blog Designing Machine Learning Systems by Chip Huyen Fundamentals of Data …
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MLOps.community
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Investing in the Next Generation of AI & ML // Jill Chase & Manmeet Gujral // MLOps Podcast #143
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MLOps Coffee Sessions #143 with Jill Chase & Manmeet Gujral, Investing in the Next Generation of AI & ML. // Abstract Investors are currently focusing on developer tooling and the foundational AI model movement, as they have seen explosive growth in this area. This podcast explores the impact of foundational models on investment thesis and the futu…
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Driven by Data: The Podcast
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S3 | Ep 13 | MLOps Maturity: ML V Ops with Leanne Fitzpatrick, Director of Data Science at Financial Times, and Andy McMahon, Head of MLOps at Natwest Group
1:01:45
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In Episode 13 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Leanne Fitzpatrick, Director of Data Science at Financial Times, and Andy McMahon, Head of MLOps at Natwest Group, where they discuss the current MLOps maturity, which includes; The maturity of MLOps over the last 12 months Why getting ML into production is no…
Crafting survey questions is one thing but getting your audience to fill it is yet another. On the show today, we speak with Alexander Nolte, an Associate Professor at the University of Tartu. Alexander discussed the use of Casual Affective Triggers (CAT) to incentivize people to accept survey invitations and improve the completion rate. He reveale…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
1
How LLMs and Generative AI are Revolutionizing AI for Science with Anima Anandkumar - #614
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Today we’re joined by Anima Anandkumar, Bren Professor of Computing And Mathematical Sciences at Caltech and Sr Director of AI Research at NVIDIA. In our conversation, we take a broad look at the emerging field of AI for Science, focusing on both practical applications and longer-term research areas. We discuss the latest developments in the area o…
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MLOps.community
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Approaches to Fairness and XAI // Murtuza Shergadwala // MLOps Podcast #142
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MLOps Coffee Sessions #142 with Murtuza Shergadwala, Approaches to Fairness and XAI co-hosted by Abi Aryan. This episode is sponsored by Fiddler AI. // Abstract The field of Explainable Artificial Intelligence (XAI) is continuously evolving, with an increasing focus on providing model-centric explanations in a human-centric manner. However, better …
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Driven by Data: The Podcast
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S3 | Ep 12 | Building a Data Literacy Programme at Scale with Greg Freeman, CEO & Founder at Data Literacy Academy
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In Episode 12 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Greg Freeman, CEO and Founder of Data Literacy Academy, where they discuss how to build a data literacy programme at scale, which includes; The reason the Data Literacy Academy exists What the business is, who it’s for and who it’s not for How they’ve raised o…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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AI Trends 2023: Natural Language Proc - ChatGPT, GPT-4 and Cutting Edge Research with Sameer Singh - #613
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Today we continue our AI Trends 2023 series joined by Sameer Singh, an associate professor in the department of computer science at UC Irvine and fellow at the Allen Institute for Artificial Intelligence (AI2). In our conversation with Sameer, we focus on the latest and greatest advancements and developments in the field of NLP, starting out with o…
Traditional surveys have straight-jacket questions to be answered, thus restricting the information that can be gotten. Today, Ziang Xiao, a Postdoc Researcher in the FATE group at Microsoft Research Montréal, talks about conversational surveys, a type of survey that asks questions based on preceding answers. He discussed the benefits of conversati…
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MLOps Live
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Continuous MLOps Pipelines with Itay Ben Haim
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Subscribe to our YouTube channel to watch this episode! Learn more about Itay Ben Haim: Itay's LinkedIn Episode Resources: Superwise Website Google vertex Github BentoML Azure ML Kubeflow's compiler Amazon SageManager If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register fo…
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Data Skeptic
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Do Results Generalize for Privacy and Security Surveys
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Today, Jenny Tang, a Ph.D. student of societal computing at Carnegie Mellon University discusses her work on the generalization of privacy and security surveys on platforms such as Amazon MTurk and Prolific. Jenny shared the drawbacks of using such online platforms, the discrepancies observed about the samples drawn, and key insights from her resul…
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MLOps.community
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Airflow Sucks for MLOps // Stephen Bailey // MLOps Podcast #141
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MLOps Coffee Sessions #141 with Stephen Bailey, Airflow Sucks for MLOps co-hosted by Joe Reis. // Abstract Stephen discusses his experience working with data platforms, particularly the challenges of training and sharing knowledge among different stakeholders. This talk highlights the importance of having clear priorities and a sense of practicalit…
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Driven by Data: The Podcast
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S3 | Ep 11 | The Steps to Fast and Sustainable Commercial Impact with Data & AI with Cornelia Schaurecker, Global Group Director AI & Big Data at Vodafone
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In Episode 11 of Season 3, of Driven By Data: The Podcast, Kyle Winterbottom is joined by Cornelia Schaurecker, Global Group Director AI & Big Data at Vodafone, where they discuss how to create commercial impact quickly and sustainably with Data and AI, which includes; Why it's all about people The benefits of reporting to a commercial leader How t…
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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AI Trends 2023: Reinforcement Learning - RLHF, Robotic Pre-Training, and Offline RL with Sergey Levine - #612
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Today we’re taking a deep dive into the latest and greatest in the world of Reinforcement Learning with our friend Sergey Levine, an associate professor, at UC Berkeley. In our conversation with Sergey, we explore some game-changing developments in the field including the release of ChatGPT and the onset of RLHF. We also explore more broadly the in…
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MLOps.community
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Updated The Evolution of ML Infrastructure // Sakib Dadi // MLOps Podcast #140
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MLOps Coffee Sessions #140 with Sakib Dadi, The Evolution of ML Infrastructure sponsored by Wallaroo. // Abstract The toolkit and infrastructure empowering machine learning practitioners are advancing as ML adoption accelerates. We'll go through the current landscape of ML tooling, startups, and new projects from an investor's perspective. // Bio S…
